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Könyv New Soft Computing Techniques for System Modeling, Pattern Classification and Image Processing Leszek Rutkowski

New Soft Computing Techniques for System Modeling, Pattern Classification and Image Processing

Szerző: Leszek Rutkowski
Nyelv: Angol
Kötés: Kemény kötésű
Kiadó: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Elérhetőség: Beszállítói készleten
Küldés 10-13 napon belül
57 597 Ft
This book presents new soft computing techniques for system modeling, pattern classification and ima...

Információk a könyvről

Szerző
Leszek Rutkowski
Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2004
oldal
374
EAN
9783540205845
ISBN
3540205845
Enbook ID
01558832
Kiadó
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Súly
1600
Méretek
156 x 234 x 26

Teljes leírás

This book presents new soft computing techniques for system modeling, pattern classification and image processing. The book consists of three parts, the first of which is devoted to probabilistic neural networks including a new approach which has proven to be useful for handling regression and classification problems in time-varying environments. The second part of the book is devoted to Soft Computing techniques for Image Compression including the vector quantization technique. The third part analyzes various types of recursive least square techniques for neural network learning as well as discussing hardware implementations using systolic technology. By integrating various disciplines from the fields of soft computing science and engineering the book presents the key concepts for the creation of a human-friendly technology in our modern information society.

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